Published August 16, 2024 | Version 1.0
Model Open

Anomaly detection models for ABI and VIIRS instruments

  • 1. Aeroxis Enterprises

Description

Model used to detect anomalies in ABI and VIIRS sensors on geostationary and low-earth orbitting saellites. The input data are NOAA GOES and VIIRS L1b data from AWS S3 bucket. Example code to generate the dataset, run the model, and display the results can be found online: https://gitlab.com/stc-ai/anomaly-detection.

Files

Files (89.6 MB)

Name Size Download all
md5:67514dd2d7b29f12bd8d70c20288fdbf
44.8 MB Download
md5:efa5a5f5ac78e5b9de847c14e8cdd36b
44.8 MB Download

Additional details

Related works

Is described by
Report: 10.5281/zenodo.10460183 (DOI)

Software

Repository URL
https://gitlab.com/stc-ai/anomaly-detection
Programming language
Python
Development Status
Active